> **来源：[研报客](https://pc.yanbaoke.cn)** # 2026 Retail AI Trends Summary ## Core Content 2026 marks a significant shift in the retail industry, moving from the hype of AI technology to a focus on practical implementation and value delivery. Retailers are increasingly adopting AI not as a standalone feature, but as an integrated operating layer that enhances efficiency, scalability, and customer experience. ## Main Trends ### 1. **From Hype to How: AI as an Operating Layer** - Retailers are prioritizing real-world applicability of AI over novelty. - AI is being embedded as a platform capability, not a one-off solution. - The emphasis is on solving immediate operational challenges, such as customer service volume, pricing optimization, and task management. - **Key Insight:** AI must be unified across the business to connect data, decisions, and workflows effectively. ### 2. **Simplify to Scale: Connected Platforms for Agentic Commerce** - The introduction of the Universal Commerce Protocol (UCP) by Google and Shopify highlights the industry's move toward shared standards for agentic commerce. - UCP enables AI agents to seamlessly interact across platforms, reducing fragmentation and improving scalability. - Retailers are now focusing on integration, interoperability, and trust to support AI-driven transactions. - **Key Insight:** Unified commerce is the next big idea, ensuring cohesive experiences across all routes to purchase. ### 3. **All-in-One Retail: Physical Store | Digital Tech | Human Experience** - Physical stores are evolving from transaction centers to trust-building environments. - AI is used to augment human experiences rather than replace them, providing tools that support associates in delivering personalized, context-aware service. - The store remains essential for sensory experiences, human expertise, and real interactions that cannot be replicated online. - **Key Insight:** AI should enhance the human connection, not replace it, by handling routine tasks and enabling more meaningful engagement. ## Key Information - **AI is becoming the connective tissue of the business**, enabling cross-functional insights and real-time decision-making. - **Trust is central to AI adoption**, with consumer concerns about data privacy and transparency increasing. - 71% of shoppers are concerned about how Gen AI collects and uses personal data. - 76% want to set strict boundaries for digital assistants. - 66% trust a digital assistant more when it provides clear explanations. - **Customer expectations** are shifting toward seamless, consistent, and trustworthy experiences across all touchpoints. - 56% of consumers have used or plan to use Gen AI shopping tools. - 53% have made purchases based on AI recommendations. - **Unified commerce** is the future, integrating all purchase routes and ensuring data, inventory, pricing, and fulfillment are aligned. - **Agentic commerce** is becoming a reality, with AI acting on behalf of customers in real-time, based on context and personalization. ## Recommendations ### 1. **Unify the Organization Through AI** - Deploy AI as a shared operating layer across teams, data, and decisions. - Ensure pricing, inventory, marketing, and customer engagement are aligned through real-time signals. ### 2. **Anchor Platform Decisions in Interoperability** - Prioritize interoperability as the core design principle for commerce stacks. - Move away from isolated tools and toward connected, scalable platforms. ### 3. **Design Stores to Verify Trust and Deepen Human Connection** - Use AI to streamline routine tasks, such as checkout and navigation. - Equip associates with tools that free them from administrative work and enable more meaningful customer interactions. ## Conclusion 2026 is the year where AI transitions from a buzzword to a practical, essential part of retail operations. The focus is on delivering value through real-world applications, unified systems, and trust-building experiences. Retailers that embrace this shift will lead the next wave of innovation, combining the best of digital and human elements to create seamless, purpose-driven commerce.